Data Science Specialization with Python

About Course

Peer into the digital universe through the lens of Data Science, where every bit and byte holds a story waiting to be told. Equip yourself with the tools and techniques to extract valuable insights from vast oceans of data, mastering the art of analysis, visualization, and predictive modeling. Become the architect of data-driven decisions and a pioneer in the age of information enlightenment.

Course Content

Module 1: Introduction to Python for Data Science

Introduction to Data Science
Setting Up Python

Module 2: Python Basics

Module 3: Data Structures and Data Handling

Module 4: Advanced Data Manipulation

Module 5: Data Visualization

Module 6: Statistical Analysis

Module 7: Introduction to Machine Learning

Module 8: Machine Learning – Advanced Topics

Module 9: Introduction to Big Data with Apache Spark

Module 10: Capstone Project

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Course Details

Data Science Specialization with Python

About Course

What Will You Learn?

Course Content

Module 1: Introduction to Python for Data Science

Introduction to Data Science

Setting Up Python

Module 2: Python Basics

Basic Python Programming

Control Structures and Functions

Module 3: Data Structures and Data Handling

Working with Python Data Structures

Introduction to NumPy and pandas

Module 4: Advanced Data Manipulation

Advanced pandas Techniques

Data Cleaning and Preparation

Module 5: Data Visualization

Visualization with Matplotlib

Advanced Data Visualization with Seaborn

Module 6: Statistical Analysis

Statistical Concepts

Applied Statistics in Python

Module 7: Introduction to Machine Learning

Foundations of Machine Learning

Practical Machine Learning

Module 8: Machine Learning – Advanced Topics

Clustering and Dimensionality Reduction

Module 9: Introduction to Big Data with Apache Spark

Basics of Big Data and Apache Spark

Data Handling with Spark

Module 10: Capstone Project

Project Implementation